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Pradeep Ganesan (ganprad)

ganprad

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Location:Chicago, IL

Home Page:linkedin.com/in/p-ganesan/

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Pradeep Ganesan's starred repositories

the-algorithm

Source code for Twitter's Recommendation Algorithm

Language:ScalaLicense:AGPL-3.0Stargazers:61548Issues:367Issues:944

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Language:PythonLicense:Apache-2.0Stargazers:33204Issues:335Issues:2572

typst

A new markup-based typesetting system that is powerful and easy to learn.

Language:RustLicense:Apache-2.0Stargazers:29143Issues:80Issues:2134

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

License:NOASSERTIONStargazers:25431Issues:281Issues:36

mindsdb

The platform for customizing AI from enterprise data

Language:PythonLicense:NOASSERTIONStargazers:21729Issues:381Issues:3806

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Language:RustLicense:Apache-2.0Stargazers:18416Issues:118Issues:1090

reflex

🕸️ Web apps in pure Python 🐍

Language:PythonLicense:Apache-2.0Stargazers:17287Issues:129Issues:1388

codon

A high-performance, zero-overhead, extensible Python compiler using LLVM

Language:C++License:NOASSERTIONStargazers:13925Issues:134Issues:393

ml-engineering

Machine Learning Engineering Open Book

Language:PythonLicense:CC-BY-SA-4.0Stargazers:10032Issues:103Issues:18

nebuly

The user analytics platform for LLMs

Language:PythonLicense:Apache-2.0Stargazers:8363Issues:94Issues:201

surya

OCR, layout analysis, reading order, line detection in 90+ languages

Language:PythonLicense:GPL-3.0Stargazers:7802Issues:71Issues:80

evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:4762Issues:46Issues:356

encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

Language:PythonLicense:MITStargazers:3241Issues:57Issues:70

galai

Model API for GALACTICA

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:2657Issues:43Issues:71

vizro

Vizro is a toolkit for creating modular data visualization applications.

Language:PythonLicense:Apache-2.0Stargazers:2436Issues:18Issues:79

geogram

a programming library with geometric algorithms

Language:C++License:NOASSERTIONStargazers:1641Issues:32Issues:109

azureml-examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Language:Jupyter NotebookLicense:MITStargazers:1614Issues:2632Issues:275

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

Language:PythonLicense:Apache-2.0Stargazers:1574Issues:29Issues:108

learndb-py

Learn database internals by implementing it from scratch.

Language:PythonLicense:NOASSERTIONStargazers:1226Issues:11Issues:0

awesome-neural-geometry

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

Stargazers:856Issues:27Issues:1

geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

Language:PythonLicense:NOASSERTIONStargazers:811Issues:19Issues:86

neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

Language:PythonLicense:NOASSERTIONStargazers:773Issues:27Issues:55

Merlin

NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.

Language:PythonLicense:Apache-2.0Stargazers:700Issues:33Issues:438

VisualHFT

VisualHFT is a cutting-edge GUI platform for market analysis, focusing on real-time visualization of market microstructure. Built with WPF & C#, it displays key metrics like Limit Order Book dynamics and execution quality. Its modular design ensures adaptability for developers and traders, enabling tailored analytical solutions.

Language:C#License:Apache-2.0Stargazers:674Issues:33Issues:14

perflint

Python Linter for performance anti patterns

Language:PythonLicense:MITStargazers:655Issues:13Issues:28

torcharrow

High performance model preprocessing library on PyTorch

Language:PythonLicense:BSD-3-ClauseStargazers:635Issues:24Issues:62

packj

Packj stops :zap: Solarwinds-, ESLint-, and PyTorch-like attacks by flagging malicious/vulnerable open-source dependencies ("weak links") in your software supply-chain

Language:PythonLicense:AGPL-3.0Stargazers:622Issues:10Issues:29

rendercv

A LaTeX CV/resume framework.

Language:PythonLicense:MITStargazers:503Issues:4Issues:58

dara

Dara is a dynamic application framework designed for creating interactive web apps with ease, all in pure Python.

Language:PythonLicense:Apache-2.0Stargazers:353Issues:5Issues:7

roboflow-python

The official Roboflow Python package. Manage your datasets, models, and deployments. Roboflow has everything you need to build a computer vision application.

Language:PythonLicense:Apache-2.0Stargazers:225Issues:12Issues:63